Natural language processing: state of the art, current trends and challenges

D Khurana, A Koli, K Khatter, S Singh - Multimedia tools and applications, 2023 - Springer
Natural language processing (NLP) has recently gained much attention for representing and
analyzing human language computationally. It has spread its applications in various fields …

Natural language processing: a historical review

KS Jones - Current issues in computational linguistics: in honour of …, 1994 - Springer
This paper reviews natural language processing (NLP) from the late 1940's to the present,
seeking to identify its successive trends as these reflect concerns with different problems or …

[图书][B] Deep learning for NLP and speech recognition

U Kamath, J Liu, J Whitaker - 2019 - Springer
With the widespread adoption of deep learning, natural language processing (NLP), and
speech applications in various domains such as finance, healthcare, and government and …

[PDF][PDF] An Open Source Grammar Development Environment and Broad-coverage English Grammar Using HPSG.

AA Copestake, D Flickinger - LREC, 2000 - wiki.eecs.yorku.ca
Abstract The LinGO (Linguistic Grammars Online) project's English Resource Grammar and
the LKB grammar development environment are language resources which are freely …

Comparative experiments on disambiguating word senses: An illustration of the role of bias in machine learning

RJ Mooney - arXiv preprint cmp-lg/9612001, 1996 - arxiv.org
This paper describes an experimental comparison of seven different learning algorithms on
the problem of learning to disambiguate the meaning of a word from context. The algorithms …

Generalized probabilistic LR parsing of natural language (corpora) with unification-based grammars

T Briscoe, J Carroll - Computational linguistics, 1994 - books.google.com
We describe work toward the construction of a very wide-coverage probabilistic parsing
system for natural language (NL), based on LR parsing techniques. The system is intended …

[PDF][PDF] Parser evaluation: a survey and a new proposal.

J Caroll, T Briscoe, A Sanfilippo - LREC, 1998 - wiki.eecs.yorku.ca
We present a critical overview of the state-of-the-art in parser evaluation methodologies and
metrics. A discussion of their relative strengths and weaknesses motivates a new—and we …

Intra-textual variation within medical research articles

D Biber - Variation in English, 2014 - taylorfrancis.com
This chapter presents standardized mean scores for individual linguistic features in the
medical corpus relative to the general distributions found in the contemporary reference …

Hybrid long-distance functional dependency parsing

G Schneider - 2008 - zora.uzh.ch
This thesis proposes a robust, hybrid, deep-syntatic dependency-based parsing architecture
and presents its implementation and evaluation. The architecture and the implementation …

The derivation of a grammatically indexed lexicon from the Longman Dictionary of Contemporary English

B Boguraev, T Briscoe, JA Carroll… - 25th Annual Meeting …, 1987 - research.ed.ac.uk
We describe a methodology and associated software system for the construction of a large
lexicon from an existing machine-readable (published) dictionary. The lexicon serves as a …